Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "40"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 40 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_4105/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 40, Node 4:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 21.08% 2.151140 -0.677221 0.007973 1.343509 0.213063 -1.051770 -0.224992 0.571496 0.7689 0.7615 0.2436 5.019465 4.747223
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 11.83% 1.052328 -0.596626 -0.045422 2.219851 -0.262333 -0.800382 -0.859277 -0.508778 0.6911 0.6782 0.2264 2.527632 2.675266
2459592 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.622360 3.818806 38.318756 37.719403 29.245198 35.271501 0.800486 3.634136 0.6408 0.6544 0.4304 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 1.08% 1.120515 0.392475 0.593469 2.562383 0.085457 -0.672838 -0.718151 -0.153295 0.5941 0.5971 0.3358 1.709732 1.636814
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.706159 0.807076 0.814518 2.570392 0.511177 -0.792883 -0.478495 0.352857 0.5966 0.5962 0.3287 1.770965 1.687706
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 26.88% 1.313843 0.684660 0.956772 2.429969 -0.358389 -0.677487 -0.387360 0.348776 0.6702 0.6518 0.2459 2.649782 2.504749
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 8.06% 1.352023 -0.913120 -0.096741 2.420686 0.056208 -1.053926 -0.733940 -0.308202 0.7469 0.7233 0.2112 5.543415 4.415483
2459587 digital_ok 100.00% - - - 100.00% 0.00% 1.459078 0.453531 -0.199230 2.161337 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.370068 2.685420 3.854223 2.611197 6.021315 6.519948 1.051257 0.134390 0.6072 0.6124 0.3180 5.052610 4.773398
2459585 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 36.522800 36.756315 13.968751 14.500300 2.999970 4.193927 5.619626 7.732691 0.5817 0.5841 0.3365 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.299302 3.966288 1.363871 6.673118 11.997854 36.835626 30.593529 32.971863 0.5578 0.5574 0.3301 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.626746 1.332934 2.620659 9.840195 0.339707 -0.250666 -0.606158 -0.162341 0.5998 0.5919 0.3456 6.041297 5.886039
2459582 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.553872 1.282690 2.311823 9.074191 0.104479 -0.291913 -0.601790 -0.170408 0.5901 0.5791 0.3485 4.351876 4.013045
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.265429 1.922647 3.200159 9.820327 0.018129 -0.287412 -0.418630 0.335036 0.6092 0.6000 0.3434 5.645339 4.544934
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.725183 1.429295 2.669935 10.152204 0.405735 -0.344977 -0.834975 0.618421 0.6021 0.6006 0.3415 7.401908 6.517217
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.798475 1.672385 3.366246 12.087288 0.090886 -0.363792 -0.152087 0.211594 0.5962 0.5935 0.3448 6.263473 4.830302
2459578 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.521947 4.902935 18.219838 13.766438 37.301555 57.387994 28.708846 61.529230 0.6686 0.6768 0.4461 nan nan
2459577 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.945086 1.764153 2.852815 9.315018 0.499770 -0.035524 -0.564440 0.568538 0.6069 0.6023 0.3399 6.071772 4.716928
2459576 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.935168 1.620334 2.421259 7.630543 0.892136 1.674824 -0.046693 1.048528 0.6131 0.6079 0.3458 6.036808 5.142641
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.902757 1.371828 2.000225 7.231227 1.330752 0.998094 -0.383897 -0.030876 0.6175 0.6119 0.3397 4.624478 4.040501
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.139924 1.281238 3.368760 12.451816 -0.023810 -0.260182 -0.411591 0.291067 0.6077 0.6008 0.3507 8.591959 1.978826
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.861153 1.372745 2.035814 7.256126 0.188628 -0.059775 0.314701 0.661336 0.6114 0.6056 0.3475 5.319530 4.666660
2459571 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.775034 4.693406 19.876840 15.353280 101.294709 120.041918 49.326737 115.066746 0.6224 0.6270 0.3750 nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.00% -1.068338 -1.643548 -0.959156 -1.910697 -1.007441 -1.247972 -1.024313 -0.346174 0.6149 0.6268 0.3309 1.365955 1.128799
2459569 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.278174 1.231385 2.482652 8.344523 2.949118 10.575774 2.451735 11.827038 0.7298 0.7224 0.2011 5.336448 4.638694
2459566 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.595572 1.160270 2.873351 9.399678 0.117838 -0.039829 -0.747398 -0.369274 0.6014 0.5986 0.3649 0.000000 0.000000
2459565 digital_ok 100.00% - - - 100.00% 0.00% 133213.299939 176678.033537 3975161.137843 2933821.074001 nan nan -5.052525 -5.052525 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 6.36% 0.338082 -1.101036 -0.304784 -4.266284 -1.214052 -2.084892 -1.500497 0.085062 0.6263 0.6283 0.3474 2.271116 1.829825
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.757788 0.842955 17.607697 9.378994 9.205975 4.119896 -1.473412 0.988282 0.6103 0.6128 0.3570 1.884494 1.971888
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% -0.286586 -1.244119 -0.604612 -2.556831 -1.962162 -1.860760 -1.220821 -0.650669 0.6175 0.6251 0.3521 1.645476 1.520162
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 11.89% 0.352241 -1.016611 -0.000863 -2.128332 -1.268658 -1.822965 -2.005666 -1.497221 0.6262 0.6364 0.3515 1.434850 1.395444
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 4.32% -0.100862 -1.069298 -0.431962 -2.306196 -0.960408 -1.431891 -1.333514 -0.944541 0.6038 0.6093 0.3663 1.489795 1.385687
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 61.29% 0.281213 -1.079129 0.052038 -1.924377 -0.622021 -1.961369 -1.384452 -0.733142 0.6260 0.6347 0.3422 2.885256 2.712557
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459557 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7601 0.7621 0.3483 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.990293 0.964379 9.907332 4.610407 8.609301 2.227125 -3.166116 -1.573451 0.6286 0.6309 0.3425 5.648252 4.130019
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6115 0.6138 0.3579 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6253 0.6279 0.3500 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.501666 1.175567 12.769830 7.110792 12.641331 4.084070 -0.208316 -0.705388 0.6369 0.6368 0.3494 9.933660 10.041286
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 38.71% 0.051131 -0.881532 -0.326383 -2.541673 -1.999778 -2.676232 -1.613969 -1.033389 0.6269 0.6288 0.3426 2.283886 1.895454
2459550 digital_ok - 38.71% 38.71% 0.00% - - nan nan nan nan nan nan nan nan 0.6254 0.6400 0.4109 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.547180 0.827022 9.377723 4.896974 8.957769 4.285752 -1.919335 -0.458192 0.6280 0.6304 0.3528 3.200110 2.762893
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.522983 1.055270 18.768851 10.511985 -0.030869 -0.267144 -1.913161 -1.259694 0.6886 0.6883 0.3220 4.567796 3.523666
2459541 digital_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 3.079385 0.891552 11.555808 5.803896 7.094474 4.552638 3.313478 1.829419 0.6933 0.6881 0.2964 2.555149 2.316605
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 37.95% 1.406992 -0.277114 1.371734 -0.995086 -0.650839 -2.791113 -1.122928 -1.179450 0.6946 0.6882 0.3173 1.988978 1.805500
2459536 digital_ok 100.00% 37.06% 37.06% 0.00% 100.00% 0.00% 4.733381 1.510214 15.236763 8.572305 13.164233 7.317326 -2.882168 -1.474989 0.4108 0.4072 0.2192 2.297596 2.003349
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.778248 -0.566323 0.934633 -0.996896 -0.926434 -2.558111 -1.226430 -0.692363 0.0511 0.0455 0.0053 1.202347 1.208735
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.238772 -0.720381 0.090572 -1.832325 -1.410490 -2.283505 -1.403717 -0.603540 0.0525 0.0477 0.0052 1.186928 1.193581
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.056729 0.915370 9.925237 5.127806 8.101739 3.243797 -2.267788 -1.306438 0.0471 0.0404 0.0027 1.198196 1.203147
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.754302 1.272387 12.924144 6.582415 9.416275 4.720723 -1.926857 -1.098487 0.0415 0.0387 0.0025 1.171892 1.178762
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.010082 -1.007364 -0.105639 -1.919840 -1.764505 -2.596889 -1.616679 1.195229 0.0474 0.0434 0.0050 1.205601 1.211995
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.534029 1.009278 10.799799 5.805570 19.155751 8.176265 -1.782503 0.323794 0.9072 0.9354 0.2953 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 4.347653 1.400456 13.825712 7.795565 4.736816 6.318180 -4.161047 -2.408445 nan nan nan 5.566075 4.832278
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.138976 1.057991 12.843893 6.602979 2.735721 4.724647 -2.487236 0.033559 0.7142 0.6781 0.3334 3.640673 3.602358
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.057139 5.358780 28.586458 26.707050 15.281119 38.553599 3.231017 17.677835 0.0462 0.0618 0.0046 nan nan
2459508 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.717717 2.289878 8.716029 4.067879 8.557072 2.957325 7.725969 4.126083 0.0512 0.0413 0.0020 0.000000 0.000000
2459505 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.332001 102.797387 99.203673 115.319835 59.857432 147.203729 377.550618 910.581102 0.0078 0.0057 0.0033 1.095706 1.086673

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 40: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.603330 0.603330 0.102523 -0.180447 -0.944588 -0.925185 -0.662890 -0.403474 -0.835187

Antenna 40: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.434040 0.434040 0.215424 -0.374273 -0.777990 -1.026626 -1.313519 -0.868133 -1.151544

Antenna 40: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 1.457951 0.106773 1.457951 -0.743321 -0.037648 -0.670376 -0.974090 -0.901919 -0.290847

Antenna 40: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 1.082294 0.206526 1.082294 -0.218536 0.713080 -0.968079 -0.652113 -1.513918 0.225745

Antenna 40: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 0.845488 -0.010653 0.844106 -0.328713 0.845488 -0.763631 -0.855458 -0.784424 -0.359156

Antenna 40: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 1.010178 1.010178 0.381883 0.354913 -0.826156 -0.498222 -0.919611 -0.170120 -0.860702

Antenna 40: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.981262 0.244509 0.981262 -0.886036 0.185915 -0.923558 -0.661709 -0.551367 0.021300

Antenna 40: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 5.197655 1.230738 1.121388 3.400065 5.197655 0.147690 0.254361 -0.764841 -0.440238

Antenna 40: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 40: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.052000 1.052000 0.866964 0.540726 0.183439 0.284895 -0.044073 0.013884 -0.001024

Antenna 40: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.429306 1.429306 1.085293 1.202881 0.317429 1.003001 0.354817 0.247059 0.163318

Antenna 40: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 1.765664 0.208030 0.570076 0.603021 1.765664 0.962718 0.381404 0.176446 0.148214

Antenna 40: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 3.972565 1.120820 0.477550 3.972565 1.065709 0.273296 0.670342 -0.086937 0.065159

Antenna 40: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 3.169375 0.012869 0.836773 1.089723 2.977433 -0.651641 3.169375 0.044048 -0.985017

Antenna 40: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 2.348468 0.798661 1.248194 1.567966 2.348468 1.584878 2.086853 0.232497 0.960910

Antenna 40: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.894103 0.733877 0.798920 0.749967 0.894103 0.672260 0.887265 0.795091 0.516866

Antenna 40: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 1.090720 1.088251 0.828177 1.028354 0.881896 0.746824 1.018980 1.090720 0.755560

Antenna 40: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.971625 0.816722 0.808403 0.971625 0.823143 0.533343 0.786899 -0.208353 -0.178582

Antenna 40: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 1.253367 0.800724 0.923996 1.253367 1.249768 -0.345152 0.223683 -0.163449 -0.086407

Antenna 40: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 1.806225 1.034081 0.903719 1.806225 1.503867 1.089784 0.784807 0.655471 0.346784

Antenna 40: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.325580 1.082195 1.325580 1.034111 1.055395 1.105712 0.698323 0.670361 0.691826

Antenna 40: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.172343 1.172343 1.006327 0.949796 1.040577 0.150496 0.805000 0.428703 0.565498

Antenna 40: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 2.394598 1.148447 1.375785 1.799796 2.178821 -0.488682 2.394598 0.448775 0.512374

Antenna 40: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 1.238175 0.521135 0.211967 1.238175 0.797734 -1.512412 -0.608586 -1.079663 -0.650679

Antenna 40: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 2.018764 0.874273 1.307099 1.227452 2.018764 -0.563365 0.424469 0.168565 1.584571

Antenna 40: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Discontinuties 2.767907 1.106321 0.662001 1.574035 1.323466 1.875243 -0.610419 2.767907 1.299354

Antenna 40: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.893863 0.492413 0.893863 0.363357 0.532494 0.715352 0.631210 0.420946 0.293616

Antenna 40: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 1.126751 0.729486 0.873759 0.880161 1.126751 0.597612 -0.062684 0.186253 0.116363

Antenna 40: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.796818 0.419302 0.431214 0.778575 0.774802 0.557181 0.796818 0.169239 0.254684

Antenna 40: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.062443 0.842681 0.952641 1.027701 0.971496 1.062443 0.980139 0.056722 -0.152007

Antenna 40: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.005817 0.494611 0.899899 0.817568 0.933992 1.005817 0.222995 -0.007483 -0.005627

Antenna 40: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.474749 1.474749 0.925494 1.289657 1.264538 0.995990 1.109708 -0.071861 0.570829

Antenna 40: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 3.072159 1.086923 1.227696 3.072159 2.336945 3.041677 0.653832 0.530249 -0.266656

Antenna 40: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 2.076630 1.422118 1.410255 2.076630 1.540990 1.953112 1.595838 -0.455378 -0.669009

Antenna 40: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.259090 1.178618 1.259090 1.222455 1.158802 0.254742 0.211871 0.724569 0.577135

Antenna 40: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 1.460208 0.711569 0.814434 1.407317 1.250169 -0.719531 1.460208 0.676585 -0.005199

Antenna 40: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 50.413354 23.193246 23.587037 25.623916 26.568397 50.413354 33.576141 21.585086 24.475121

Antenna 40: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 Not Found ee Shape 43.489070 43.073992 43.489070 39.562626 37.049773 20.467790 32.919443 7.670940 7.852256

Antenna 40: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 1.267306 1.092483 1.267306 1.004724 1.082185 0.001556 1.164832 0.109820 0.681275

Antenna 40: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Discontinuties 35.118966 25.002373 26.176726 26.186508 27.013183 14.623472 7.971717 35.118966 28.223244

Antenna 40: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 2.884484 0.894178 1.041270 2.884484 2.646841 1.858559 0.801088 0.121046 0.041448

Antenna 40: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 48.001979 26.958931 27.480515 35.982787 37.587087 48.001979 36.319154 5.983541 6.209131

Antenna 40: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 97.043167 52.180172 52.342524 48.955201 46.837988 74.904004 97.043167 17.871775 18.400954

Antenna 40: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 55.104482 29.984582 31.129020 49.146870 50.386806 55.104482 42.415091 14.529561 16.687884

Antenna 40: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 2.839467 0.985164 0.824697 2.839467 2.721814 0.198563 -0.935397 0.437894 0.340318

Antenna 40: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.018469 1.018469 0.448684 0.908234 0.603045 0.780872 0.557372 0.048128 0.181987

Antenna 40: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 53.360275 25.681189 24.721954 26.155848 25.331584 53.360275 53.138818 7.311395 7.028450

Antenna 40: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 26.833608 22.928277 22.193662 26.833608 25.693465 17.048667 20.523267 2.895467 4.634199

Antenna 40: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 33.545972 29.774360 28.495127 28.753975 27.836527 27.868662 33.545972 7.846496 8.589104

Antenna 40: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 2.354424 1.463835 1.151403 2.199007 2.354424 -0.740412 0.008703 0.364728 0.592692

Antenna 40: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 31.488275 22.359715 23.172305 25.672069 26.782160 31.488275 27.636816 20.348940 17.947755

Antenna 40: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 56.427860 21.261471 20.520294 27.445832 26.319527 55.060463 56.427860 7.173382 8.258824

Antenna 40: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 63.247011 15.700824 15.251019 20.461400 19.582406 61.479292 63.247011 7.822465 9.634986

Antenna 40: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 58.192326 22.665446 22.313730 25.714163 25.082214 47.069998 58.192326 9.197751 7.888724

Antenna 40: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 89.731187 17.743542 17.623197 24.673657 24.353256 80.369142 89.731187 5.163406 5.347634

Antenna 40: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 2.967747 1.966301 2.171879 2.967747 2.312697 1.985010 1.462726 1.326326 0.561884

Antenna 40: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 120.124054 15.709502 16.286681 22.979325 23.925864 113.284147 120.124054 10.478795 12.781635

Antenna 40: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 123.755953 18.344772 17.556774 20.427410 19.805691 123.755953 121.813774 11.388457 9.360833

Antenna 40: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 59.768345 20.108831 20.996961 25.690894 26.270392 57.849136 59.768345 15.315953 20.942658

Antenna 40: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 54.502584 19.486124 20.387246 20.092647 20.658785 50.022966 54.502584 14.450202 17.011702

Antenna 40: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 81.015061 17.561434 18.177978 19.744791 20.349468 76.680078 81.015061 21.766162 21.857725

Antenna 40: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 2.027447 1.090977 1.436683 1.974168 2.027447 1.356306 1.874192 0.653103 0.273131

Antenna 40: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 51.901371 23.974453 22.808003 24.033759 23.309992 51.901371 46.859599 18.329150 18.736695

Antenna 40: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 1.992583 0.674078 0.786800 1.912737 1.992583 1.079840 0.754383 0.702570 0.670156

Antenna 40: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 12.236022 5.847823 5.839592 12.236022 11.755955 5.872369 3.522592 6.493440 5.571446

Antenna 40: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 45.840713 5.946063 5.810638 15.552795 14.813677 45.840713 39.603584 15.979594 13.966055

Antenna 40: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 2.509698 0.988832 1.215872 2.048883 2.509698 1.343013 2.160102 1.128266 1.058796

Antenna 40: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 1.280683 1.189121 1.280683 -0.917307 -0.645339 -0.594237 -1.758519 -2.060243 -2.954431

Antenna 40: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 40: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 40.982319 20.262047 19.390057 30.952207 30.058505 39.401601 27.972443 40.982319 33.905307

Antenna 40: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 424.425553 18.516323 16.872977 38.692197 37.773065 424.425553 268.076567 119.117978 94.458879

Antenna 40: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 1.634454 0.601728 0.477076 1.052125 1.634454 -0.389855 -0.388049 0.143911 0.028998

Antenna 40: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 1.110999 0.746776 0.663423 1.110999 0.893998 -0.517694 0.001576 0.132792 0.217685

Antenna 40: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Discontinuties 2972.183882 1467.018739 1467.018739 1329.045695 1329.045695 1092.960111 1092.960111 2972.183882 2972.183882

Antenna 40: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 1912.186793 518.551145 518.551145 474.882139 474.882139 478.580992 478.580992 1912.186793 1912.186793

Antenna 40: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Discontinuties 1405.547760 419.194720 419.194720 418.382878 418.382878 429.344881 429.344881 1405.547760 1405.547760

Antenna 40: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 1.526182 1.526182 1.205495 1.002271 0.894535 0.917409 0.523344 -0.183805 -0.439051

Antenna 40: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Temporal Discontinuties 3.378640 0.027495 0.458711 1.634615 2.130351 0.702703 1.104470 2.385984 3.378640

Antenna 40: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Temporal Discontinuties 1.265162 0.496520 1.117712 0.676281 1.189234 -0.527010 0.023637 0.332918 1.265162

Antenna 40: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 1.956068 0.326823 0.597614 0.329079 1.956068 0.751850 -0.020038 -0.059170 0.585363

Antenna 40: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 2.100453 0.165241 0.430785 0.659823 2.100453 1.632114 0.469246 -0.302358 0.413216

Antenna 40: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Shape 2.026676 1.295541 2.026676 -0.212188 -0.286207 nan nan -10.619603 -10.340121

Antenna 40: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 40: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok ee Temporal Variability 11725.671450 0.062759 0.256813 2.192018 2.328163 10952.750393 11725.671450 71.722782 75.419788

Antenna 40: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 1.078032 0.384468 0.107842 1.078032 0.726029 -0.640181 0.538920 -0.606882 -0.867331

Antenna 40: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok ee Temporal Variability 2.254986 0.832756 0.577794 0.879415 0.935930 0.424331 2.254986 -0.667447 -0.786994

Antenna 40: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok ee Temporal Variability 1.700838 0.341586 0.590124 0.879517 1.425956 1.700838 -0.551562 -1.145573 -0.606053

Antenna 40: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 69.868393 23.751402 19.734158 69.868393 67.267330 18.584131 17.033765 3.552469 2.366777

Antenna 40: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 58.181425 18.247962 21.729370 56.134123 58.181425 23.607492 22.310883 2.178248 3.136374

Antenna 40: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 60.398594 23.908922 19.670801 60.398594 58.122883 15.106950 15.576382 2.645437 1.847444

Antenna 40: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 81.448809 23.054464 27.053488 78.991970 81.448809 30.254302 30.687606 3.515349 4.431174

Antenna 40: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 60.356156 20.203012 17.084817 60.356156 57.949007 9.827791 10.591652 0.662496 0.375051

Antenna 40: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 61.385984 27.676577 24.261619 61.385984 59.440161 37.082603 33.608802 8.950654 9.128608

Antenna 40: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 40: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 52.672924 23.737015 22.479095 52.672924 52.192330 28.505347 36.249192 46.025084 41.776789

Antenna 40: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Temporal Variability 2.383346 0.508491 0.549376 0.560239 1.605212 0.271593 2.383346 -0.707991 0.782675

Antenna 40: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 1.480252 0.780729 1.011001 0.635591 1.480252 0.757648 0.811800 0.107806 0.334516

Antenna 40: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Power 2.995066 0.017704 0.621597 1.865593 2.995066 0.625937 0.275271 -1.045247 -0.649860

Antenna 40: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 4 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 40: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 4 digital_ok ee Temporal Variability 120.741713 24.029084 25.032060 44.146236 44.814589 120.741713 99.781424 55.865491 60.000721